Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle.
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , , , , , , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
Texto Completo: | http://www.alice.cnptia.embrapa.br/alice/handle/doc/1145925 |
Resumo: | Background: The impact of extreme changes in weather patterns on the economy and human welfare is one of the biggest challenges our civilization faces. From anthropogenic contributions to climate change, reducing the impact of farming activities is a priority since it is responsible for up to 18% of global greenhouse gas emissions. To this end, we tested whether ruminal and stool microbiome components could be used as biomarkers for methane emission and feed efficiency in bovine by studying 52 Brazilian Nelore bulls belonging to two feed intervention treatment groups, that is, conventional and by-product-based diets. Results: We identified a total of 5,693 amplicon sequence variants (ASVs) in the Nelore bulls? microbiomes. A Differential abundance analysis with the ANCOM approach identified 30 bacterial and 15 archaeal ASVs as differentially abundant (DA) among treatment groups. An association analysis using Maaslin2 software and a linear mixed model indicated that bacterial ASVs are linked to the host?s residual methane emission (RCH4) and residual feed intake (RFI) phenotype variation, suggesting their potential as targets for interventions or biomarkers. Conclusion: The feed composition induced significant differences in both abundance and richness of ruminal and stool microbial populations in ruminants of the Nelore breed. The industrial by-product-based dietary treatment applied to our experimental groups influenced the microbiome diversity of bacteria and archaea but not of protozoa. ASVs were associated with RCH4 emission and RFI in ruminal and stool microbiomes. While ruminal ASVs were expected to influence CH4 emission and RFI, the relationship of stool taxa, such as Alistipes and Rikenellaceae (gut group RC9), with these traits was not reported before and might be associated with host health due to their link to anti-inflammatory compounds. Overall, the ASVs associated here have the potential to be used as biomarkers for these complex phenotypes. |
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Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle.AssociationFeed efficiencyMethane emissionBactériaBos IndicusArchaeaBiomarkersBackground: The impact of extreme changes in weather patterns on the economy and human welfare is one of the biggest challenges our civilization faces. From anthropogenic contributions to climate change, reducing the impact of farming activities is a priority since it is responsible for up to 18% of global greenhouse gas emissions. To this end, we tested whether ruminal and stool microbiome components could be used as biomarkers for methane emission and feed efficiency in bovine by studying 52 Brazilian Nelore bulls belonging to two feed intervention treatment groups, that is, conventional and by-product-based diets. Results: We identified a total of 5,693 amplicon sequence variants (ASVs) in the Nelore bulls? microbiomes. A Differential abundance analysis with the ANCOM approach identified 30 bacterial and 15 archaeal ASVs as differentially abundant (DA) among treatment groups. An association analysis using Maaslin2 software and a linear mixed model indicated that bacterial ASVs are linked to the host?s residual methane emission (RCH4) and residual feed intake (RFI) phenotype variation, suggesting their potential as targets for interventions or biomarkers. Conclusion: The feed composition induced significant differences in both abundance and richness of ruminal and stool microbial populations in ruminants of the Nelore breed. The industrial by-product-based dietary treatment applied to our experimental groups influenced the microbiome diversity of bacteria and archaea but not of protozoa. ASVs were associated with RCH4 emission and RFI in ruminal and stool microbiomes. While ruminal ASVs were expected to influence CH4 emission and RFI, the relationship of stool taxa, such as Alistipes and Rikenellaceae (gut group RC9), with these traits was not reported before and might be associated with host health due to their link to anti-inflammatory compounds. Overall, the ASVs associated here have the potential to be used as biomarkers for these complex phenotypes.BRUNO G. N. ANDRADE, Munster Technological UniversityFLAVIA ALINE BRESSANI DONATONI, CPPSERAFAEL R. C. CUADRAT, German Institute of Human Nutrition Potsdam-Rehbrücke (DIfE), Nuthetal, GermanyTAINÃ F. CARDOSO, FUNDAÇÃO DE AMPARO À PESQUISA DO ESTADO DE SÃO PAULOJESSICA M. MALHEIROS, UNIVERSIDADE FEDERAL DE SÃO CARLOSPRISCILA S. N. DE OLIVEIRA, UNIVERSIDADE FEDERAL DE SÃO CARLOSJULIANA PETRINI, UNIVERSIDADE DE SÃO PAULOGERSON B. MOURÃO, UNIVERSIDADE DE SÃO PAULOLUIZ L. COUTINHO, UNIVERSIDADE DE SÃO PAULOJAMES M. REECY, Iowa State UniversityJAMES E. KOLTES, Iowa State UniversityADHEMAR ZERLOTINI NETO, CNPTIASERGIO RAPOSO DE MEDEIROS, CPPSEALEXANDRE BERNDT, CPPSEJULIO CESAR PASCALE PALHARES, CPPSEHAITHEM AFLI, Munster Technological UniversityLUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE.ANDRADE, B. G. N.DONATONI, F. A. B.CUADRAT, R. R.CARDOSO, T. F.MALHEIROS, J. M.OLIVEIRA, P. S. N. DEPETRINI, J.MOURÃO, G. B.COUTINHO, L. L.REECY, J. M.KOLTES, J. E.ZERLOTINI NETO, A.MEDEIROS, S. R. deBERNDT, A.PALHARES, J. C. P.AFLI, H.REGITANO, L. C. de A.2022-08-31T17:19:52Z2022-08-31T17:19:52Z2022-08-312022info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article12 p.Frontiers in Genetics, v. 13, 812828, may, 2022.http://www.alice.cnptia.embrapa.br/alice/handle/doc/114592510.3389/fgene.2022.812828enginfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPA2022-08-31T17:20:00Zoai:www.alice.cnptia.embrapa.br:doc/1145925Repositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestopendoar:21542022-08-31T17:20falseRepositório InstitucionalPUBhttps://www.alice.cnptia.embrapa.br/oai/requestcg-riaa@embrapa.bropendoar:21542022-08-31T17:20Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false |
dc.title.none.fl_str_mv |
Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle. |
title |
Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle. |
spellingShingle |
Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle. ANDRADE, B. G. N. Association Feed efficiency Methane emission Bactéria Bos Indicus Archaea Biomarkers |
title_short |
Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle. |
title_full |
Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle. |
title_fullStr |
Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle. |
title_full_unstemmed |
Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle. |
title_sort |
Stool and ruminal microbiome components associated with methane emission and feed efficiency in Nelore beef cattle. |
author |
ANDRADE, B. G. N. |
author_facet |
ANDRADE, B. G. N. DONATONI, F. A. B. CUADRAT, R. R. CARDOSO, T. F. MALHEIROS, J. M. OLIVEIRA, P. S. N. DE PETRINI, J. MOURÃO, G. B. COUTINHO, L. L. REECY, J. M. KOLTES, J. E. ZERLOTINI NETO, A. MEDEIROS, S. R. de BERNDT, A. PALHARES, J. C. P. AFLI, H. REGITANO, L. C. de A. |
author_role |
author |
author2 |
DONATONI, F. A. B. CUADRAT, R. R. CARDOSO, T. F. MALHEIROS, J. M. OLIVEIRA, P. S. N. DE PETRINI, J. MOURÃO, G. B. COUTINHO, L. L. REECY, J. M. KOLTES, J. E. ZERLOTINI NETO, A. MEDEIROS, S. R. de BERNDT, A. PALHARES, J. C. P. AFLI, H. REGITANO, L. C. de A. |
author2_role |
author author author author author author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
BRUNO G. N. ANDRADE, Munster Technological University FLAVIA ALINE BRESSANI DONATONI, CPPSE RAFAEL R. C. CUADRAT, German Institute of Human Nutrition Potsdam-Rehbrücke (DIfE), Nuthetal, Germany TAINÃ F. CARDOSO, FUNDAÇÃO DE AMPARO À PESQUISA DO ESTADO DE SÃO PAULO JESSICA M. MALHEIROS, UNIVERSIDADE FEDERAL DE SÃO CARLOS PRISCILA S. N. DE OLIVEIRA, UNIVERSIDADE FEDERAL DE SÃO CARLOS JULIANA PETRINI, UNIVERSIDADE DE SÃO PAULO GERSON B. MOURÃO, UNIVERSIDADE DE SÃO PAULO LUIZ L. COUTINHO, UNIVERSIDADE DE SÃO PAULO JAMES M. REECY, Iowa State University JAMES E. KOLTES, Iowa State University ADHEMAR ZERLOTINI NETO, CNPTIA SERGIO RAPOSO DE MEDEIROS, CPPSE ALEXANDRE BERNDT, CPPSE JULIO CESAR PASCALE PALHARES, CPPSE HAITHEM AFLI, Munster Technological University LUCIANA CORREIA DE ALMEIDA REGITANO, CPPSE. |
dc.contributor.author.fl_str_mv |
ANDRADE, B. G. N. DONATONI, F. A. B. CUADRAT, R. R. CARDOSO, T. F. MALHEIROS, J. M. OLIVEIRA, P. S. N. DE PETRINI, J. MOURÃO, G. B. COUTINHO, L. L. REECY, J. M. KOLTES, J. E. ZERLOTINI NETO, A. MEDEIROS, S. R. de BERNDT, A. PALHARES, J. C. P. AFLI, H. REGITANO, L. C. de A. |
dc.subject.por.fl_str_mv |
Association Feed efficiency Methane emission Bactéria Bos Indicus Archaea Biomarkers |
topic |
Association Feed efficiency Methane emission Bactéria Bos Indicus Archaea Biomarkers |
description |
Background: The impact of extreme changes in weather patterns on the economy and human welfare is one of the biggest challenges our civilization faces. From anthropogenic contributions to climate change, reducing the impact of farming activities is a priority since it is responsible for up to 18% of global greenhouse gas emissions. To this end, we tested whether ruminal and stool microbiome components could be used as biomarkers for methane emission and feed efficiency in bovine by studying 52 Brazilian Nelore bulls belonging to two feed intervention treatment groups, that is, conventional and by-product-based diets. Results: We identified a total of 5,693 amplicon sequence variants (ASVs) in the Nelore bulls? microbiomes. A Differential abundance analysis with the ANCOM approach identified 30 bacterial and 15 archaeal ASVs as differentially abundant (DA) among treatment groups. An association analysis using Maaslin2 software and a linear mixed model indicated that bacterial ASVs are linked to the host?s residual methane emission (RCH4) and residual feed intake (RFI) phenotype variation, suggesting their potential as targets for interventions or biomarkers. Conclusion: The feed composition induced significant differences in both abundance and richness of ruminal and stool microbial populations in ruminants of the Nelore breed. The industrial by-product-based dietary treatment applied to our experimental groups influenced the microbiome diversity of bacteria and archaea but not of protozoa. ASVs were associated with RCH4 emission and RFI in ruminal and stool microbiomes. While ruminal ASVs were expected to influence CH4 emission and RFI, the relationship of stool taxa, such as Alistipes and Rikenellaceae (gut group RC9), with these traits was not reported before and might be associated with host health due to their link to anti-inflammatory compounds. Overall, the ASVs associated here have the potential to be used as biomarkers for these complex phenotypes. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-08-31T17:19:52Z 2022-08-31T17:19:52Z 2022-08-31 2022 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
Frontiers in Genetics, v. 13, 812828, may, 2022. http://www.alice.cnptia.embrapa.br/alice/handle/doc/1145925 10.3389/fgene.2022.812828 |
identifier_str_mv |
Frontiers in Genetics, v. 13, 812828, may, 2022. 10.3389/fgene.2022.812828 |
url |
http://www.alice.cnptia.embrapa.br/alice/handle/doc/1145925 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
12 p. |
dc.source.none.fl_str_mv |
reponame:Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa) instacron:EMBRAPA |
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Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
instacron_str |
EMBRAPA |
institution |
EMBRAPA |
reponame_str |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
collection |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) |
repository.name.fl_str_mv |
Repositório Institucional da EMBRAPA (Repository Open Access to Scientific Information from EMBRAPA - Alice) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
repository.mail.fl_str_mv |
cg-riaa@embrapa.br |
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1794503530070933504 |